Single-Shot Object Detection with Enriched Semantics

We propose a novel single shot object detection network named Detection with Enriched Semantics (DES). Our motivation is to enrich the semantics of object detection features within a typical deep detector, by a semantic segmentation branch and a global activation module. The segmentation branch is s...

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Bibliographic Details
Main Authors: Zhang, Zhishuai, Qiao, Siyuan, Xie, Cihang, Shen, Wei, Wang, Bo, Yuille, Alan L.
Format: Technical Report
Language:en_US
Published: Center for Brains, Minds and Machines (CBMM) 2018
Online Access:http://hdl.handle.net/1721.1/115180